Overview

Dataset Statistics

Number of Variables 31
Number of Rows 2195
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 183
Duplicate Rows (%) 8.3%
Total Size in Memory 430.9 KB
Average Row Size in Memory 201.0 B
Variable Types
  • Categorical: 15
  • Numerical: 16

Dataset Insights

Fruits and Sweet have similar distributions Similar Distribution
Wines is skewed Skewed
Fruits is skewed Skewed
Meat is skewed Skewed
Fish is skewed Skewed
Sweet is skewed Skewed
Gold is skewed Skewed
NumDealsPurchases is skewed Skewed
NumWebPurchases is skewed Skewed
NumCatalogPurchases is skewed Skewed
NumStorePurchases is skewed Skewed
NumWebVisitsMonth is skewed Skewed
TotalSpent is skewed Skewed
Dataset has 183 (8.34%) duplicate rows Duplicates
Kidhome has constant length 1 Constant Length
Teenhome has constant length 1 Constant Length
Response has constant length 1 Constant Length
Children has constant length 1 Constant Length
FamilySize has constant length 1 Constant Length
TotalAcceptedCmp has constant length 1 Constant Length
HasChildren has constant length 1 Constant Length
BoughtCatalog has constant length 1 Constant Length
AcceptedSmth has constant length 1 Constant Length
InRelationship has constant length 1 Constant Length
MedAgeGroupTotalSpent has constant length 5 Constant Length
Fruits has 391 (17.81%) zeros Zeros
Fish has 379 (17.27%) zeros Zeros
Sweet has 411 (18.72%) zeros Zeros
NumCatalogPurchases has 564 (25.69%) zeros Zeros
  • 1
  • 2
  • 3

Variables


Education

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 20244
  • The largest value (Graduation) is over 2.35 times larger than the second largest value (PhD)

Length

Mean 7.533
Standard Deviation 2.8379
Median 10
Minimum 3
Maximum 10

Sample

1st row Graduation
2nd row Graduation
3rd row Graduation
4th row Graduation
5th row PhD

Letter

Count 16139
Lowercase Letter 13473
Space Separator 198
Uppercase Letter 2666
Dash Punctuation 0
Decimal Number 198
  • The top 2 categories (Graduation, PhD) take over 50.0%
  • The largest value (graduation) is over 2.35 times larger than the second largest value (phd)

Kidhome

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 144870

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 1
3rd row 0
4th row 1
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (0, 1) take over 50.0%
  • Kidhome has words of constant length

Teenhome

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 144870

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 1
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (0, 1) take over 50.0%
  • Teenhome has words of constant length

Recency

numerical

Approximate Distinct Count 100
Approximate Unique (%) 4.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 49.0296
Minimum 0
Maximum 99
Zeros 27
Zeros (%) 1.2%
Negatives 0
Negatives (%) 0.0%
  • Recency is skewed left (γ1 = -0.0006)

Quantile Statistics

Minimum 0
5-th Percentile 4
Q1 24
Median 49
Q3 74
95-th Percentile 94
Maximum 99
Range 99
IQR 50

Descriptive Statistics

Mean 49.0296
Standard Deviation 28.9191
Variance 836.3132
Sum 107620
Skewness -0.00058947
Kurtosis -1.1984
Coefficient of Variation 0.5898

Wines

numerical

Approximate Distinct Count 774
Approximate Unique (%) 35.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 307.3841
Minimum 0
Maximum 1493
Zeros 13
Zeros (%) 0.6%
Negatives 0
Negatives (%) 0.0%
  • Wines is skewed right (γ1 = 1.1602)

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 24
Median 179
Q3 508
95-th Percentile 1001
Maximum 1493
Range 1493
IQR 484

Descriptive Statistics

Mean 307.3841
Standard Deviation 337.7673
Variance 114086.7791
Sum 674708
Skewness 1.1602
Kurtosis 0.5567
Coefficient of Variation 1.0988
  • Wines is not normally distributed (p-value 4.527350321507932e-22)
  • Wines has 34 outliers

Fruits

numerical

Approximate Distinct Count 158
Approximate Unique (%) 7.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 26.5039
Minimum 0
Maximum 199
Zeros 391
Zeros (%) 17.8%
Negatives 0
Negatives (%) 0.0%
  • Fruits is skewed right (γ1 = 2.0911)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 2
Median 8
Q3 33
95-th Percentile 122.3
Maximum 199
Range 199
IQR 31

Descriptive Statistics

Mean 26.5039
Standard Deviation 39.8453
Variance 1587.6448
Sum 58176
Skewness 2.0911
Kurtosis 4.0062
Coefficient of Variation 1.5034
  • Fruits is not normally distributed (p-value 3.5616964588614e-21)
  • Fruits has 245 outliers

Meat

numerical

Approximate Distinct Count 550
Approximate Unique (%) 25.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 165.2055
Minimum 0
Maximum 984
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Meat is skewed right (γ1 = 1.7143)

Quantile Statistics

Minimum 0
5-th Percentile 5
Q1 16
Median 68
Q3 232.5
95-th Percentile 680.1
Maximum 984
Range 984
IQR 216.5

Descriptive Statistics

Mean 165.2055
Standard Deviation 215.5153
Variance 46446.8616
Sum 362626
Skewness 1.7143
Kurtosis 2.2862
Coefficient of Variation 1.3045
  • Meat is not normally distributed (p-value 2.1980497934018624e-20)
  • Meat has 169 outliers

Fish

numerical

Approximate Distinct Count 181
Approximate Unique (%) 8.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 37.9171
Minimum 0
Maximum 259
Zeros 379
Zeros (%) 17.3%
Negatives 0
Negatives (%) 0.0%
  • Fish is skewed right (γ1 = 1.9042)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 3
Median 12
Q3 50
95-th Percentile 169.6
Maximum 259
Range 259
IQR 47

Descriptive Statistics

Mean 37.9171
Standard Deviation 54.8975
Variance 3013.7306
Sum 83228
Skewness 1.9042
Kurtosis 3.019
Coefficient of Variation 1.4478
  • Fish is not normally distributed (p-value 1.8536074234147285e-21)
  • Fish has 222 outliers

Sweet

numerical

Approximate Distinct Count 175
Approximate Unique (%) 8.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 27.1203
Minimum 0
Maximum 198
Zeros 411
Zeros (%) 18.7%
Negatives 0
Negatives (%) 0.0%
  • Sweet is skewed right (γ1 = 2.0592)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 8
Q3 34
95-th Percentile 125.3
Maximum 198
Range 198
IQR 33

Descriptive Statistics

Mean 27.1203
Standard Deviation 40.8882
Variance 1671.8488
Sum 59529
Skewness 2.0592
Kurtosis 3.7745
Coefficient of Variation 1.5077
  • Sweet is not normally distributed (p-value 1.7493047194356672e-21)
  • Sweet has 237 outliers

Gold

numerical

Approximate Distinct Count 209
Approximate Unique (%) 9.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 43.8446
Minimum 0
Maximum 249
Zeros 61
Zeros (%) 2.8%
Negatives 0
Negatives (%) 0.0%
  • Gold is skewed right (γ1 = 1.7779)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 9
Median 25
Q3 56
95-th Percentile 163
Maximum 249
Range 249
IQR 47

Descriptive Statistics

Mean 43.8446
Standard Deviation 50.984
Variance 2599.371
Sum 96239
Skewness 1.7779
Kurtosis 2.7617
Coefficient of Variation 1.1628
  • Gold is not normally distributed (p-value 7.52246445536545e-10)
  • Gold has 201 outliers

NumDealsPurchases

numerical

Approximate Distinct Count 15
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 2.3011
Minimum 0
Maximum 15
Zeros 34
Zeros (%) 1.5%
Negatives 0
Negatives (%) 0.0%
  • NumDealsPurchases is skewed right (γ1 = 2.0413)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 1
Median 2
Q3 3
95-th Percentile 6
Maximum 15
Range 15
IQR 2

Descriptive Statistics

Mean 2.3011
Standard Deviation 1.8075
Variance 3.2671
Sum 5051
Skewness 2.0413
Kurtosis 5.9496
Coefficient of Variation 0.7855
  • NumDealsPurchases is not normally distributed (p-value 4.963916421655238e-19)
  • NumDealsPurchases has 78 outliers

NumWebPurchases

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 4.0843
Minimum 0
Maximum 11
Zeros 37
Zeros (%) 1.7%
Negatives 0
Negatives (%) 0.0%
  • NumWebPurchases is skewed right (γ1 = 0.6955)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 2
Median 4
Q3 6
95-th Percentile 9
Maximum 11
Range 11
IQR 4

Descriptive Statistics

Mean 4.0843
Standard Deviation 2.6229
Variance 6.8794
Sum 8965
Skewness 0.6955
Kurtosis -0.2647
Coefficient of Variation 0.6422
  • NumWebPurchases is not normally distributed (p-value 2.0842034652249965e-08)

NumCatalogPurchases

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 2.6437
Minimum 0
Maximum 11
Zeros 564
Zeros (%) 25.7%
Negatives 0
Negatives (%) 0.0%
  • NumCatalogPurchases is skewed right (γ1 = 1.0978)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 2
Q3 4
95-th Percentile 8
Maximum 11
Range 11
IQR 4

Descriptive Statistics

Mean 2.6437
Standard Deviation 2.7478
Variance 7.5503
Sum 5803
Skewness 1.0978
Kurtosis 0.3969
Coefficient of Variation 1.0394
  • NumCatalogPurchases is not normally distributed (p-value 9.860931244287415e-14)
  • NumCatalogPurchases has 19 outliers

NumStorePurchases

numerical

Approximate Distinct Count 13
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 5.8487
Minimum 0
Maximum 13
Zeros 3
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • NumStorePurchases is skewed right (γ1 = 0.7191)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 3
Median 5
Q3 8
95-th Percentile 12
Maximum 13
Range 13
IQR 5

Descriptive Statistics

Mean 5.8487
Standard Deviation 3.2275
Variance 10.4165
Sum 12838
Skewness 0.7191
Kurtosis -0.6467
Coefficient of Variation 0.5518
  • NumStorePurchases is not normally distributed (p-value 1.9200668578599675e-11)

NumWebVisitsMonth

numerical

Approximate Distinct Count 13
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 5.3075
Minimum 0
Maximum 14
Zeros 5
Zeros (%) 0.2%
Negatives 0
Negatives (%) 0.0%
  • NumWebVisitsMonth is skewed left (γ1 = -0.2852)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 3
Median 6
Q3 7
95-th Percentile 8
Maximum 14
Range 14
IQR 4

Descriptive Statistics

Mean 5.3075
Standard Deviation 2.2991
Variance 5.286
Sum 11650
Skewness -0.2852
Kurtosis -0.7743
Coefficient of Variation 0.4332
  • NumWebVisitsMonth is not normally distributed (p-value 4.430761129414591e-08)
  • NumWebVisitsMonth has 2 outliers

Response

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 19979
  • The largest value (0) is over 5.59 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 5.59 times larger than the second largest value (1)
  • Response has words of constant length

Income

numerical

Approximate Distinct Count 1953
Approximate Unique (%) 89.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 51784.1194
Minimum 3502
Maximum 105471
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Income is skewed right (γ1 = 0.0251)

Quantile Statistics

Minimum 3502
5-th Percentile 19502.5
Q1 35428.5
Median 51373
Q3 68334
95-th Percentile 83829
Maximum 105471
Range 101969
IQR 32905.5

Descriptive Statistics

Mean 51784.1194
Standard Deviation 20502.347
Variance 4.2035e+08
Sum 1.1367e+08
Skewness 0.02513
Kurtosis -0.897
Coefficient of Variation 0.3959
  • Income is not normally distributed (p-value 1.3331125994680052e-07)

Age

numerical

Approximate Distinct Count 56
Approximate Unique (%) 2.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 45.0884
Minimum 18
Maximum 74
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Age is skewed right (γ1 = 0.09)

Quantile Statistics

Minimum 18
5-th Percentile 26
Q1 37
Median 44
Q3 55
95-th Percentile 64
Maximum 74
Range 56
IQR 18

Descriptive Statistics

Mean 45.0884
Standard Deviation 11.6959
Variance 136.7935
Sum 98969
Skewness 0.09004
Kurtosis -0.7985
Coefficient of Variation 0.2594

TotalSpent

numerical

Approximate Distinct Count 1042
Approximate Unique (%) 47.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 607.9754
Minimum 5
Maximum 2525
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • TotalSpent is skewed right (γ1 = 0.8549)

Quantile Statistics

Minimum 5
5-th Percentile 22
Q1 69
Median 400
Q3 1048
95-th Percentile 1778.3
Maximum 2525
Range 2520
IQR 979

Descriptive Statistics

Mean 607.9754
Standard Deviation 601.9262
Variance 362315.168
Sum 1.3345e+06
Skewness 0.8549
Kurtosis -0.343
Coefficient of Variation 0.9901
  • TotalSpent is not normally distributed (p-value 2.77282575791311e-18)
  • TotalSpent has 3 outliers

Children

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 144870
  • The largest value (1) is over 1.78 times larger than the second largest value (0)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 2
3rd row 0
4th row 1
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (1, 0) take over 50.0%
  • The largest value (1) is over 1.78 times larger than the second largest value (0)
  • Children has words of constant length

FamilySize

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 144870

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 3
3rd row 2
4th row 3
5th row 3

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (3, 2) take over 50.0%
  • FamilySize has words of constant length

TotalAcceptedCmp

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 144870
  • The largest value (0) is over 5.41 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 5.41 times larger than the second largest value (1)
  • TotalAcceptedCmp has words of constant length

HasChildren

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 19979
  • The largest value (1) is over 2.52 times larger than the second largest value (0)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 1
3rd row 0
4th row 1
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (1, 0) take over 50.0%
  • The largest value (1) is over 2.52 times larger than the second largest value (0)
  • HasChildren has words of constant length

BoughtCatalog

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 19979
  • The largest value (1) is over 2.89 times larger than the second largest value (0)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 1
3rd row 1
4th row 0
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (1, 0) take over 50.0%
  • The largest value (1) is over 2.89 times larger than the second largest value (0)
  • BoughtCatalog has words of constant length

AcceptedSmth

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 19979
  • The largest value (0) is over 3.8 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 3.8 times larger than the second largest value (1)
  • AcceptedSmth has words of constant length

AgeGroup

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 20053
  • The largest value (Youth) is over 1.53 times larger than the second largest value (Average)

Length

Mean 5.9604
Standard Deviation 0.9994
Median 5
Minimum 5
Maximum 7

Sample

1st row Average
2nd row Elderly
3rd row Average
4th row Youth
5th row Youth

Letter

Count 13083
Lowercase Letter 10888
Space Separator 0
Uppercase Letter 2195
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (Youth, Average) take over 50.0%
  • The largest value (youth) is over 1.53 times larger than the second largest value (average)

CustomerLastDays

numerical

Approximate Distinct Count 660
Approximate Unique (%) 30.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 35120
Mean 512.3535
Minimum 0
Maximum 1063
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • CustomerLastDays is skewed right (γ1 = 0.0029)

Quantile Statistics

Minimum 0
5-th Percentile 156.7
Q1 340.5
Median 513
Q3 686
95-th Percentile 877
Maximum 1063
Range 1063
IQR 345.5

Descriptive Statistics

Mean 512.3535
Standard Deviation 232.464
Variance 54039.4985
Sum 1.1246e+06
Skewness 0.002916
Kurtosis -0.6448
Coefficient of Variation 0.4537
  • CustomerLastDays is not normally distributed (p-value 5.547632318992836e-06)

InRelationship

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 19979
  • The largest value (1) is over 1.83 times larger than the second largest value (0)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 1
4th row 1
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2195
  • The top 2 categories (1, 0) take over 50.0%
  • The largest value (1) is over 1.83 times larger than the second largest value (0)
  • InRelationship has words of constant length

EducationLevel

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 20067

Length

Mean 10.0938
Standard Deviation 2.1371
Median 8
Minimum 8
Maximum 13

Sample

1st row Graduate
2nd row Graduate
3rd row Graduate
4th row Graduate
5th row Postgraduate

Letter

Count 22156
Lowercase Letter 19961
Space Separator 0
Uppercase Letter 2195
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (Graduate, Postgraduate) take over 50.0%

MedEducationTotalSpent

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 153596
  • The largest value (415.0) is over 2.35 times larger than the second largest value (496.0)

Length

Mean 4.9754
Standard Deviation 0.1549
Median 5
Minimum 4
Maximum 5

Sample

1st row 415.0
2nd row 415.0
3rd row 415.0
4th row 415.0
5th row 496.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 8726
  • The top 2 categories (415.0, 496.0) take over 50.0%
  • The largest value (4150) is over 2.35 times larger than the second largest value (4960)

MedAgeGroupTotalSpent

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 153650
  • The largest value (219.0) is over 1.53 times larger than the second largest value (522.0)

Length

Mean 5
Standard Deviation 0
Median 5
Minimum 5
Maximum 5

Sample

1st row 522.0
2nd row 657.5
3rd row 522.0
4th row 219.0
5th row 219.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 8780
  • The top 2 categories (219.0, 522.0) take over 50.0%
  • The largest value (2190) is over 1.53 times larger than the second largest value (5220)
  • MedAgeGroupTotalSpent has words of constant length

Interactions

Correlations

Missing Values